Each response, or
response category, has a number associated with it, known as a code. The codes
are recorded when the data are prepared for analysis because they are used to
manipulate data in a computer. Typically, some respondents will refuse to
answer a question or, in a self-administered questionnaire, will choose more
than one response. Sometimes, an interviewer will need to remember to record a
response or record it ambiguously. For these reasons, an extra code usually
indicates nonresponses or encodable responses. For example, code “0” might be
assigned to nonresponses to the initial question when the data are being analyzed (this topic is discussed later). How to handle nonresponses or missing data is
one of the perennial problems of the survey analyst, so we will devote a great
deal of attention to this question. Each response, or
response category, has a number associated with it, known as a code. The codes
are recorded when the data are prepared for analysis because they are used to
manipulate data in a computer. Typically, some respondents will refuse to
answer a question or, in a self-administered questionnaire, will choose more
than one response. Sometimes, an interviewer will need to remember to record a
response or record it ambiguously. For these reasons, an extra code usually
indicates nonresponses or encodable responses. For example, code “0” might be
assigned to nonresponses to the initial question when the data are being analyzed
(this topic is discussed later). How to handle nonresponses or missing data is
one of the perennial problems of the survey analyst, so we will devote a great
deal of attention to this question.
Monitoring - Definition Monitoring is the systematic and continuous collection, analysis, and use of information for quality control and decision-making related to the projects. It involves the ongoing and routine review of projects to verify whether they are developing according to plan and budgetary requirements and whether adjustments may be needed to achieve intended goals. Purpose of Monitoring The primary aim of monitoring is to improve the quality of projects during implementation. Through monitoring, ineffective efforts are identified and rectified, and remarkably effective actions are appreciated. Monitoring enables us to answer these questions and then make important decisions to improve the quality of projects and their implementation: Are project inputs (finance, personnel, materials, etc.) available on time and in the right quantities and quality? Are activities being implemented according to the project design and on schedule Ar...
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